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2024-04-26 1:15pm
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2024-03-19 9:15pm

Generated on Mar 19, 2024
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13 Total Images

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Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image

Dataset Split

Train Set 92%
12Images
Valid Set 8%
1Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: hard
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -6° and +6°
Shear: ±8° Horizontal, ±4° Vertical
Saturation: Between -14% and +14%
Blur: Up to 0.7px
Noise: Up to 1.45% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -18° and +18°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 0.86% of pixels

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Annotations

Group:
hard-soft-neutral

Classes

Layers

 
hard
1

Unused Classes

hard-soft-neutral
soft

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  • youtube:NAmVU3eQ8Hs

Attributes

yt-NAmVU3eQ8Hs-0001.jpg

640x640
0.41MP

Updated Aug 9, 56185

11:31PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 52.929688% to 61.914063%
Y: 65.972222% to 80.208333%
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
Flip Applied Per Bounding Box
90° Rotate Applied Per Bounding Box
Rotation Applied Per Bounding Box
Shear Applied Per Bounding Box
Brightness Applied Per Bounding Box
Noise Applied Per Bounding Box
Flip Horizontal
Rotation -1°
Shear X: -4°
Y: 1°
Saturation 11%
Blur 0.5px
Noise 1.29%

Annotation History

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Raw Data

Source Data

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    "height": 640,
    "id": "F0zKrYuQMqZLD90rvgnD",
    "label": [],
    "labels": [],
    "name": "yt-NAmVU3eQ8Hs-0001.jpg",
    "numSteps": 16,
    "owner": "x5scxbHapwVlEEnffI44UuORNT22",
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        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[[\"horizontal\"],[\"vertical\"],[\"vertical\"],[\"both\"],[],[\"both\"],[\"both\"],[\"horizontal\"],[\"both\"],[\"vertical\"],[\"both\"],[],[\"horizontal\"],[\"both\"]]",
        "ninety:[[-90],[0],[90],[90],[180],[0],[180],[-90],[0],[0],[0],[180],[180],[-90]]",
        "rotate:[[18],[-15],[-2],[5],[8],[-12],[-4],[-11],[16],[-1],[12],[-15],[-3],[-5]]",
        "shear:[[6,13],[-7,-8],[1,-13],[-1,1],[8,7],[-2,-3],[9,12],[-10,-12],[2,-2],[7,-11],[-4,15],[-8,6],[1,-8],[0,-11]]",
        "brightness:[[-3],[4],[-12],[-3],[-20],[-7],[-4],[-4],[-19],[-22],[-8],[15],[15],[9]]",
        "noise:[[0.36,884302],[0.78,624028],[0.17,662785],[0.45,924309],[0.21,495434],[0.2,675694],[0.16,210866],[0.02,505866],[0.55,827497],[0.62,46055],[0.03,335508],[0.09,882335],[0.72,493117],[0.39,662371]]",
        "flip:[\"horizontal\"]",
        "rotate:[-1]",
        "shear:[-4,1]",
        "saturation:[11]",
        "blur:[0.5]",
        "noise:[1.29,360859]"
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    "preprocessingParsed": [
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            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 52.929688% to 61.914063%<br/>Y: 65.972222% to 80.208333%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-1°"
        },
        {
            "name": "Shear",
            "value": "X: -4°<br/>Y: 1°"
        },
        {
            "name": "Saturation",
            "value": "11%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "1.29%"
        }
    ],
    "source": "F0zKrYuQMqZLD90rvgnD",
    "split": "train",
    "split.AyBmH7RG4eM0mRXilFOK.3": "train",
    "status": "generated",
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    "updated": 1710879319884,
    "updatedDate": "Aug 9, 56185",
    "updatedTime": "11:31PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "youtube:NAmVU3eQ8Hs"
    ],
    "versions": [
        "AyBmH7RG4eM0mRXilFOK/3"
    ],
    "width": 640
}

Annotation Data

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            "type": "polygon",
            "label": "hard",
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            "y": 329.8061195,
            "width": 552.141583,
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    "height": 640,
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    "width": 640
}

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